Systems, apparatuses, methods, and computer program products for aircraft system security

Abstract

Systems, apparatuses, methods, and computer program products are provided herein. For example, a method may include receiving aviation data from an unverified device. In some embodiments, the method may include processing the aviation data using a first portion of a composite aviation operations verification model to identify an aviation related error associated with the aviation data. In some embodiments, the method may include, in an instance in which the aviation related error is not identified in the aviation data, initiating performance of one or more aviation related actions based at least in part on the aviation related error not being identified by the processing of the aviation data using the first portion of the composite aviation operations verification model.

1 . A method comprising:
 receiving aviation data from an unverified device;   processing the aviation data using a first portion of a composite aviation operations verification model to identify an aviation related error associated with the aviation data; and   in an instance in which the aviation related error is not identified in the aviation data, initiating performance of one or more aviation related actions based at least in part on the aviation related error not being identified by the processing of the aviation data using the first portion of the composite aviation operations verification model.   
     
     
         2 . The method of  claim 1 , wherein initiating performance of the one or more aviation related actions based at least in part on the aviation related error not being identified by the processing of the aviation data using the first portion of the composite aviation operations verification model comprises:
 initiating performance of a first aviation related action that comprises transmitting the aviation data to one or more verified devices.   
     
     
         3 . The method of  claim 2 , wherein the verified device is a flight management system. 
     
     
         4 . The method of  claim 3 , wherein the flight management system is physically located on an aircraft. 
     
     
         5 . The method of  claim 1 , wherein initiating performance of the one or more aviation related actions based at least in part on the aviation related error not being identified by the processing of the aviation data using the first portion of the composite aviation operations verification model comprises:
 initiating performance of a first aviation related action that comprises causing operation of one or more verified devices based at least in part on the aviation data.   
     
     
         6 . The method of  claim 1 , wherein processing the aviation data using the first portion of the composite aviation operations verification model comprises applying the aviation data to a syntactic validator component of the first portion of the composite aviation operations verification model to identify the aviation related error. 
     
     
         7 . The method of  claim 1 , wherein processing the aviation data using the first portion of the composite aviation operations verification model comprises applying the aviation data to a semantic constraint check component of the first portion of the composite aviation operations verification model to identify the aviation related error. 
     
     
         8 . The method of  claim 1 , wherein processing the aviation data using the first portion of the composite aviation operations verification model comprises applying the aviation data to a semantic constraint machine learning model of the first portion of the composite aviation operations verification model to identify the aviation related error. 
     
     
         9 . The method of  claim 8 , further comprising:
 training the semantic constraint machine learning model based at least in part on verified aviation data.   
     
     
         10 . The method of  claim 1 , further comprising:
 in an instance in which the aviation related error is identified in the aviation data, processing the aviation related error using a second portion of the composite aviation operations verification model; and   initiating performance of one or more aviation related actions based at least in part on the processing of the aviation related error using the second portion of the composite aviation operations verification model.   
     
     
         11 . The method of  claim 10 , wherein initiating performance of the one or more aviation related actions based at least in part on the processing of the aviation related error using the second portion of the composite aviation operations verification model comprises:
 initiating performance of a first aviation related action that comprises transmitting an aviation alert to one or more verified devices.   
     
     
         12 . The method of  claim 10 , wherein initiating performance of the one or more aviation related actions based at least in part on the processing of the aviation related error using the second portion of the composite aviation operations verification model comprises:
 initiating performance of a first aviation related action that comprises providing an indication of the aviation related error to the unverified device.   
     
     
         13 . The method of  claim 10 , wherein initiating performance of the one or more aviation related actions based at least in part on the processing of the aviation related error using the second portion of the composite aviation operations verification model comprises:
 initiating performance of a first aviation related action that comprises causing operation of one or more verified devices based at least in part on the aviation related error.   
     
     
         14 . The method of  claim 10 , wherein processing the aviation data using the second portion of the composite aviation operations verification model comprise applying the aviation related error to an uncertainty estimation component of the second portion of the composite aviation operations verification model to generate error impact data. 
     
     
         15 . The method of  claim 14 , wherein processing the aviation data using the second portion of the composite aviation operations verification model comprise applying the error impact data to an error handling component of the second portion of the composite aviation operations verification model. 
     
     
         16 . An apparatus comprising at least one processor and at least one non-transitory memory including computer-coded instructions thereon, the computer coded instructions, with the at least one processor, cause the apparatus to:
 receive aviation data from an unverified device;   process the aviation data using a first portion of a composite aviation operations verification model to identify an aviation related error associated with the aviation data; and   in an instance in which the aviation related error is not identified in the aviation data, initiate performance of one or more aviation related actions based at least in part on the aviation related error not being identified by the processing of the aviation data using the first portion of the composite aviation operations verification model.   
     
     
         17 . The apparatus of  claim 16 , wherein processing the aviation data using the first portion of the composite aviation operations verification model comprises applying the aviation data to a syntactic validator component of the first portion of the composite aviation operations verification model to identify the aviation related error. 
     
     
         18 . The apparatus of  claim 16 , wherein processing the aviation data using the first portion of the composite aviation operations verification model comprises applying the aviation data to a semantic constraint check component of the first portion of the composite aviation operations verification model to identify the aviation related error. 
     
     
         19 . The apparatus of  claim 16 , wherein processing the aviation data using the first portion of the composite aviation operations verification model comprises applying the aviation data to a semantic constraint machine learning model of the first portion of the composite aviation operations verification model to identify the aviation related error. 
     
     
         20 . A computer program product comprising at least one non-transitory computer-readable storage medium having computer program code stored thereon that, in execution with at least one processor, configures the computer program product for:
 receive aviation data from an unverified device;   process the aviation data using a first portion of a composite aviation operations verification model to identify an aviation related error associated with the aviation data; and   in an instance in which the aviation related error is not identified in the aviation data, initiate performance of one or more aviation related actions based at least in part on the aviation related error not being identified by the processing of the aviation data using the first portion of the composite aviation operations verification model.